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X-Learner: Use the same sample splits in all base models. #556

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Job	Run time
Check notebooks mypy	40s
Pre-commit Checks	36s
Unit Tests (ubuntu-latest, py310)	11m 40s
Unit Tests (ubuntu-latest, py311)	12m 14s
Unit Tests (ubuntu-latest, py312)	13m 6s
Unit Tests (macos-latest, py310)	11m 59s
Unit Tests (macos-latest, py311)	10m 36s
Unit Tests (macos-latest, py312)	11m 44s
Unit Tests (windows-latest, py310)	15m 29s
Unit Tests (windows-latest, py311)	15m 53s
Unit Tests (windows-latest, py312)	17m 6s
	2h 1m 3s